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An efficient approach for feature construction of high-dimensional microarray data by random projections

Dimensionality reduction of microarray data is a very challenging task due to high computational time and the large amount of memory required to train and test a model. Genetic programming (GP) is a stochastic approach to solving a problem. For high dimensional datasets, GP does not perform as well...

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Detalles Bibliográficos
Autores principales: Tariq, Hassan, Eldridge, Elf, Welch, Ian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5922581/
https://www.ncbi.nlm.nih.gov/pubmed/29702670
http://dx.doi.org/10.1371/journal.pone.0196385